CDX-2 Expression Is a Common Event in Primary Intestinal-type Endocervical Adenocarcinoma
Bibliographic record
Abstract
We studied the expression of cytokeratin (CK) 7, CK20, CDX-2, and p16 in 119 cervical adenocarcinomas (65 usual type [50 invasive; 15 in situ], 37 intestinal type [21 invasive; 16 in situ], 10 endometrioid, 5 adenosquamous, and 2 signet-ring carcinomas) in comparison with 55 cases of rectal adenocarcinomas. The percentage of cells staining was considered negative if 0% to 5% stained; more than 5% was considered positive. For p16, staining of more than 50% was considered positive. CK7 was expressed in all cervical cases and in 12 rectal adenocarcinomas (22%). CK20 was expressed in 17 cervical adenocarcinomas (14.3%) and in 48 rectal adenocarcinomas (87%). CK20 immunostaining was diffuse in the majority of rectal tumors but focal in most cervical tumors. CDX-2 was expressed in all cases of rectal adenocarcinoma and in 46 cervical adenocarcinomas (38.7%): usual type, 10 (15%); intestinal type, 31 (84%); endometrioid type, 5 (50%); adenosquamous and signet-ring types, 0 (0%). CDX-2 is a marker for intestinal differentiation irrespective of a rectal or cervical origin. Therefore, it should not be used as the sole basis to confirm the colorectum as the primary origin in metastatic cases.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".